Can We Use Split Learning on 1D CNN Models for Privacy Preserving Training?

Sharif Abuadbba, Kyuyeon Kim, Minki Kim, Chandra Thapa, Seyit Ahmet Çamtepe, Yansong Gao, Hyoungshick Kim, Surya Nepal. Can We Use Split Learning on 1D CNN Models for Privacy Preserving Training?. In Hung-Min Sun, Shiuh-Pyng Shieh, Guofei Gu, Giuseppe Ateniese, editors, ASIA CCS '20: The 15th ACM Asia Conference on Computer and Communications Security, Taipei, Taiwan, October 5-9, 2020. pages 305-318, ACM, 2020. [doi]

Abstract

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